mirror of
https://github.com/googleapis/genai-toolbox.git
synced 2026-02-05 20:54:56 -05:00
This PR update the linking mechanism between Source and Tool.
Tools are directly linked to their Source, either by pointing to the
Source's functions or by assigning values from the source during Tool's
initialization. However, the existing approach means that any
modification to the Source after Tool's initialization might not be
reflected. To address this limitation, each tool should only store a
name reference to the Source, rather than direct link or assigned
values.
Tools will provide interface for `compatibleSource`. This will be used
to determine if a Source is compatible with the Tool.
```
type compatibleSource interface{
Client() http.Client
ProjectID() string
}
```
During `Invoke()`, the tool will run the following operations:
* retrieve Source from the `resourceManager` with source's named defined
in Tool's config
* validate Source via `compatibleSource interface{}`
* run the remaining `Invoke()` function. Fields that are needed is
retrieved directly from the source.
With this update, resource manager is also added as input to other
Tool's function that require access to source (e.g.
`RequiresClientAuthorization()`).
518 lines
15 KiB
Go
518 lines
15 KiB
Go
// Copyright 2025 Google LLC
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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package firestorequery
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import (
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"context"
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"encoding/json"
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"fmt"
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"strconv"
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"strings"
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firestoreapi "cloud.google.com/go/firestore"
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yaml "github.com/goccy/go-yaml"
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"github.com/googleapis/genai-toolbox/internal/sources"
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"github.com/googleapis/genai-toolbox/internal/tools"
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"github.com/googleapis/genai-toolbox/internal/tools/firestore/util"
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"github.com/googleapis/genai-toolbox/internal/util/parameters"
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)
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// Constants for tool configuration
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const (
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kind = "firestore-query"
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defaultLimit = 100
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)
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// Firestore operators
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var validOperators = map[string]bool{
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"<": true,
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"<=": true,
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">": true,
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">=": true,
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"==": true,
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"!=": true,
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"array-contains": true,
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"array-contains-any": true,
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"in": true,
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"not-in": true,
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}
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// Error messages
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const (
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errFilterParseFailed = "failed to parse filters: %w"
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errQueryExecutionFailed = "failed to execute query: %w"
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errLimitParseFailed = "failed to parse limit value '%s': %w"
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)
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func init() {
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if !tools.Register(kind, newConfig) {
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panic(fmt.Sprintf("tool kind %q already registered", kind))
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}
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}
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func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.ToolConfig, error) {
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actual := Config{Name: name}
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if err := decoder.DecodeContext(ctx, &actual); err != nil {
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return nil, err
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}
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return actual, nil
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}
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// compatibleSource defines the interface for sources that can provide a Firestore client
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type compatibleSource interface {
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FirestoreClient() *firestoreapi.Client
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}
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// Config represents the configuration for the Firestore query tool
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type Config struct {
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Name string `yaml:"name" validate:"required"`
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Kind string `yaml:"kind" validate:"required"`
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Source string `yaml:"source" validate:"required"`
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Description string `yaml:"description" validate:"required"`
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AuthRequired []string `yaml:"authRequired"`
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// Template fields
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CollectionPath string `yaml:"collectionPath" validate:"required"`
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Filters string `yaml:"filters"` // JSON string template
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Select []string `yaml:"select"` // Fields to select
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OrderBy map[string]any `yaml:"orderBy"` // Order by configuration
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Limit string `yaml:"limit"` // Limit template (can be a number or template)
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AnalyzeQuery bool `yaml:"analyzeQuery"` // Analyze query (boolean, not parameterizable)
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// Parameters for template substitution
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Parameters parameters.Parameters `yaml:"parameters"`
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}
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// validate interface
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var _ tools.ToolConfig = Config{}
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// ToolConfigKind returns the kind of tool configuration
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func (cfg Config) ToolConfigKind() string {
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return kind
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}
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// Initialize creates a new Tool instance from the configuration
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func (cfg Config) Initialize(srcs map[string]sources.Source) (tools.Tool, error) {
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// Set default limit if not specified
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if cfg.Limit == "" {
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cfg.Limit = fmt.Sprintf("%d", defaultLimit)
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}
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// Create MCP manifest
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mcpManifest := tools.GetMcpManifest(cfg.Name, cfg.Description, cfg.AuthRequired, cfg.Parameters, nil)
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// finish tool setup
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t := Tool{
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Config: cfg,
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manifest: tools.Manifest{Description: cfg.Description, Parameters: cfg.Parameters.Manifest(), AuthRequired: cfg.AuthRequired},
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mcpManifest: mcpManifest,
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}
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return t, nil
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}
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// validate interface
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var _ tools.Tool = Tool{}
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// Tool represents the Firestore query tool
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type Tool struct {
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Config
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Client *firestoreapi.Client
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manifest tools.Manifest
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mcpManifest tools.McpManifest
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}
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func (t Tool) ToConfig() tools.ToolConfig {
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return t.Config
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}
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// SimplifiedFilter represents the simplified filter format
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type SimplifiedFilter struct {
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And []SimplifiedFilter `json:"and,omitempty"`
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Or []SimplifiedFilter `json:"or,omitempty"`
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Field string `json:"field,omitempty"`
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Op string `json:"op,omitempty"`
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Value interface{} `json:"value,omitempty"`
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}
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// OrderByConfig represents ordering configuration
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type OrderByConfig struct {
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Field string `json:"field"`
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Direction string `json:"direction"`
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}
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// GetDirection returns the Firestore direction constant
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func (o *OrderByConfig) GetDirection() firestoreapi.Direction {
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if strings.EqualFold(o.Direction, "DESCENDING") || strings.EqualFold(o.Direction, "DESC") {
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return firestoreapi.Desc
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}
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return firestoreapi.Asc
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}
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// QueryResult represents a document result from the query
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type QueryResult struct {
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ID string `json:"id"`
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Path string `json:"path"`
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Data map[string]any `json:"data"`
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CreateTime interface{} `json:"createTime,omitempty"`
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UpdateTime interface{} `json:"updateTime,omitempty"`
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ReadTime interface{} `json:"readTime,omitempty"`
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}
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// QueryResponse represents the full response including optional metrics
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type QueryResponse struct {
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Documents []QueryResult `json:"documents"`
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ExplainMetrics map[string]any `json:"explainMetrics,omitempty"`
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}
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// Invoke executes the Firestore query based on the provided parameters
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func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, params parameters.ParamValues, accessToken tools.AccessToken) (any, error) {
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source, err := tools.GetCompatibleSource[compatibleSource](resourceMgr, t.Source, t.Name, t.Kind)
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if err != nil {
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return nil, err
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}
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paramsMap := params.AsMap()
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// Process collection path with template substitution
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collectionPath, err := parameters.PopulateTemplate("collectionPath", t.CollectionPath, paramsMap)
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if err != nil {
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return nil, fmt.Errorf("failed to process collection path: %w", err)
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}
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// Build the query
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query, err := t.buildQuery(source, collectionPath, paramsMap)
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if err != nil {
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return nil, err
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}
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// Execute the query and return results
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return t.executeQuery(ctx, query)
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}
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// buildQuery constructs the Firestore query from parameters
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func (t Tool) buildQuery(source compatibleSource, collectionPath string, params map[string]any) (*firestoreapi.Query, error) {
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collection := source.FirestoreClient().Collection(collectionPath)
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query := collection.Query
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// Process and apply filters if template is provided
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if t.Filters != "" {
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// Apply template substitution to filters
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filtersJSON, err := parameters.PopulateTemplateWithJSON("filters", t.Filters, params)
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if err != nil {
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return nil, fmt.Errorf("failed to process filters template: %w", err)
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}
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// Parse the simplified filter format
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var simplifiedFilter SimplifiedFilter
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if err := json.Unmarshal([]byte(filtersJSON), &simplifiedFilter); err != nil {
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return nil, fmt.Errorf(errFilterParseFailed, err)
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}
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// Convert simplified filter to Firestore filter
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if filter := t.convertToFirestoreFilter(source, simplifiedFilter); filter != nil {
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query = query.WhereEntity(filter)
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}
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}
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// Process select fields
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selectFields, err := t.processSelectFields(params)
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if err != nil {
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return nil, err
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}
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if len(selectFields) > 0 {
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query = query.Select(selectFields...)
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}
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// Process and apply ordering
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orderBy, err := t.getOrderBy(params)
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if err != nil {
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return nil, err
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}
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if orderBy != nil {
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query = query.OrderBy(orderBy.Field, orderBy.GetDirection())
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}
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// Process and apply limit
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limit, err := t.getLimit(params)
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if err != nil {
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return nil, err
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}
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query = query.Limit(limit)
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// Apply analyze options if enabled
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if t.AnalyzeQuery {
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query = query.WithRunOptions(firestoreapi.ExplainOptions{
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Analyze: true,
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})
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}
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return &query, nil
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}
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// convertToFirestoreFilter converts simplified filter format to Firestore EntityFilter
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func (t Tool) convertToFirestoreFilter(source compatibleSource, filter SimplifiedFilter) firestoreapi.EntityFilter {
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// Handle AND filters
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if len(filter.And) > 0 {
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filters := make([]firestoreapi.EntityFilter, 0, len(filter.And))
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for _, f := range filter.And {
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if converted := t.convertToFirestoreFilter(source, f); converted != nil {
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filters = append(filters, converted)
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}
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}
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if len(filters) > 0 {
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return firestoreapi.AndFilter{Filters: filters}
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}
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return nil
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}
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// Handle OR filters
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if len(filter.Or) > 0 {
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filters := make([]firestoreapi.EntityFilter, 0, len(filter.Or))
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for _, f := range filter.Or {
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if converted := t.convertToFirestoreFilter(source, f); converted != nil {
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filters = append(filters, converted)
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}
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}
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if len(filters) > 0 {
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return firestoreapi.OrFilter{Filters: filters}
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}
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return nil
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}
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// Handle simple property filter
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if filter.Field != "" && filter.Op != "" && filter.Value != nil {
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if validOperators[filter.Op] {
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// Convert the value using the Firestore native JSON converter
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convertedValue, err := util.JSONToFirestoreValue(filter.Value, source.FirestoreClient())
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if err != nil {
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// If conversion fails, use the original value
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convertedValue = filter.Value
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}
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return firestoreapi.PropertyFilter{
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Path: filter.Field,
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Operator: filter.Op,
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Value: convertedValue,
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}
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}
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}
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return nil
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}
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// processSelectFields processes the select fields with parameter substitution
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func (t Tool) processSelectFields(params map[string]any) ([]string, error) {
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var selectFields []string
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// Process configured select fields with template substitution
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for _, field := range t.Select {
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// Check if it's a template
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if strings.Contains(field, "{{") {
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processed, err := parameters.PopulateTemplate("selectField", field, params)
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if err != nil {
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return nil, err
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}
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if processed != "" {
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// The processed field might be an array format [a b c] or a single value
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trimmedProcessed := strings.TrimSpace(processed)
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// Check if it's in array format [a b c]
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if strings.HasPrefix(trimmedProcessed, "[") && strings.HasSuffix(trimmedProcessed, "]") {
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// Remove brackets and split by spaces
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arrayContent := strings.TrimPrefix(trimmedProcessed, "[")
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arrayContent = strings.TrimSuffix(arrayContent, "]")
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fields := strings.Fields(arrayContent) // Fields splits by any whitespace
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for _, f := range fields {
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if f != "" {
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selectFields = append(selectFields, f)
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}
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}
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} else {
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selectFields = append(selectFields, processed)
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}
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}
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} else {
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selectFields = append(selectFields, field)
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}
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}
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return selectFields, nil
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}
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// getOrderBy processes the orderBy configuration with parameter substitution
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func (t Tool) getOrderBy(params map[string]any) (*OrderByConfig, error) {
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if t.OrderBy == nil {
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return nil, nil
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}
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orderBy := &OrderByConfig{}
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// Process field
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field, err := t.getOrderByForKey("field", params)
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if err != nil {
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return nil, err
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}
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orderBy.Field = field
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// Process direction
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direction, err := t.getOrderByForKey("direction", params)
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if err != nil {
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return nil, err
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}
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orderBy.Direction = direction
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if orderBy.Field == "" {
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return nil, nil
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}
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return orderBy, nil
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}
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func (t Tool) getOrderByForKey(key string, params map[string]any) (string, error) {
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value, ok := t.OrderBy[key].(string)
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if !ok {
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return "", nil
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}
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processedValue, err := parameters.PopulateTemplate(fmt.Sprintf("orderBy%s", key), value, params)
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if err != nil {
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return "", err
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}
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return processedValue, nil
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}
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// processLimit processes the limit field with parameter substitution
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func (t Tool) getLimit(params map[string]any) (int, error) {
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limit := defaultLimit
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if t.Limit != "" {
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processedValue, err := parameters.PopulateTemplate("limit", t.Limit, params)
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if err != nil {
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return 0, err
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}
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// Try to parse as integer
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if processedValue != "" {
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parsedLimit, err := strconv.Atoi(processedValue)
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if err != nil {
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return 0, fmt.Errorf(errLimitParseFailed, processedValue, err)
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}
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limit = parsedLimit
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}
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}
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return limit, nil
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}
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// executeQuery runs the query and formats the results
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func (t Tool) executeQuery(ctx context.Context, query *firestoreapi.Query) (any, error) {
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docIterator := query.Documents(ctx)
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docs, err := docIterator.GetAll()
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if err != nil {
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return nil, fmt.Errorf(errQueryExecutionFailed, err)
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}
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// Convert results to structured format
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results := make([]QueryResult, len(docs))
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for i, doc := range docs {
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results[i] = QueryResult{
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ID: doc.Ref.ID,
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Path: doc.Ref.Path,
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Data: doc.Data(),
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CreateTime: doc.CreateTime,
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UpdateTime: doc.UpdateTime,
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ReadTime: doc.ReadTime,
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}
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}
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// Return with explain metrics if requested
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if t.AnalyzeQuery {
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explainMetrics, err := t.getExplainMetrics(docIterator)
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if err == nil && explainMetrics != nil {
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response := QueryResponse{
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Documents: results,
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ExplainMetrics: explainMetrics,
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}
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return response, nil
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}
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}
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return results, nil
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}
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// getExplainMetrics extracts explain metrics from the query iterator
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func (t Tool) getExplainMetrics(docIterator *firestoreapi.DocumentIterator) (map[string]any, error) {
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explainMetrics, err := docIterator.ExplainMetrics()
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if err != nil || explainMetrics == nil {
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return nil, err
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}
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metricsData := make(map[string]any)
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// Add plan summary if available
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if explainMetrics.PlanSummary != nil {
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planSummary := make(map[string]any)
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planSummary["indexesUsed"] = explainMetrics.PlanSummary.IndexesUsed
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metricsData["planSummary"] = planSummary
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}
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// Add execution stats if available
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if explainMetrics.ExecutionStats != nil {
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executionStats := make(map[string]any)
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executionStats["resultsReturned"] = explainMetrics.ExecutionStats.ResultsReturned
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executionStats["readOperations"] = explainMetrics.ExecutionStats.ReadOperations
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if explainMetrics.ExecutionStats.ExecutionDuration != nil {
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executionStats["executionDuration"] = explainMetrics.ExecutionStats.ExecutionDuration.String()
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}
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if explainMetrics.ExecutionStats.DebugStats != nil {
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executionStats["debugStats"] = *explainMetrics.ExecutionStats.DebugStats
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}
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metricsData["executionStats"] = executionStats
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}
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return metricsData, nil
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}
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// ParseParams parses and validates input parameters
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func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {
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return parameters.ParseParams(t.Parameters, data, claims)
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}
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// Manifest returns the tool manifest
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func (t Tool) Manifest() tools.Manifest {
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return t.manifest
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}
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// McpManifest returns the MCP manifest
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func (t Tool) McpManifest() tools.McpManifest {
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return t.mcpManifest
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}
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// Authorized checks if the tool is authorized based on verified auth services
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func (t Tool) Authorized(verifiedAuthServices []string) bool {
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return tools.IsAuthorized(t.AuthRequired, verifiedAuthServices)
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}
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func (t Tool) RequiresClientAuthorization(resourceMgr tools.SourceProvider) (bool, error) {
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return false, nil
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}
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func (t Tool) GetAuthTokenHeaderName(resourceMgr tools.SourceProvider) (string, error) {
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return "Authorization", nil
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}
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